Office-Home
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Office-Home 65->25
81Ar->Cl Accuracy
16
Office-Home (test)
79.6A
16
Office-Home RS-UT label shifts
76.08Accuracy (Rw -> Pr)
16
Office-Home Open-set
82.6Avg Accuracy
15
Office-Home Partial-set
85.6Accuracy
15
Office-Home 6% labeled source samples (test)
46.1Ar → Cl Performance
15
Office-Home 3% labeled source samples (test)
43.8Ar -> Cl Accuracy
15
Office-Home PDA protocol (first 25 categories)
65Accuracy A:C
15
Office-Home-LDS beta=0.1 (test)
79.01Accuracy
14
Office-Home
98.1Source Accuracy
14
Office-Home
0.953R2
14
Office-Home Open-set (test)
64.5Acc (Ar->Cl)
14
Office-Home multi-source ResNet-50
74.5Accuracy (Art)
13
Office-Home (test)
52.26Ar→Cl Accuracy
13
Office-Home Open Domain Setting (Average)
57.31Acc
12
Office-Home Real World Open Domain Setting
68.6Accuracy
12
Office-Home Product Open Domain Setting
60.49Accuracy
12
Office-Home Clipart Open Domain Setting
51.56Accuracy
12
Office-Home Art Open Domain Setting
50.33Accuracy
12
Office-Home
67.48Accuracy (RE → PR)
12
Office-Home Average
64Accuracy
12
Office-Home Pr→Ar,Cl,Rw
59.5Accuracy
12
Office-Home
89.4OPDA Accuracy
12
Office-Home
84.53P@1
11
Office-Home 1-shot
63.4Acc (A->C)
11